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- Hybrid Distillation from RBMT and NMT: Helsinki-NLP''s Submission to the Shared Task on Translation into Low-Resource Languages of Spain — 2024 · Proceedings of the Ninth Conference on Machine Translation
- Impacts of Misspelled Queries on Translation and Product Search — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
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- Improving Statistical Significance in Human Evaluation of Automatic Metrics via Soft Pairwise Accuracy — 2024 · Proceedings of the Ninth Conference on Machine Translation
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- Investigating Multi-Pivot Ensembling with Massively Multilingual Machine Translation Models — 2024 · Proceedings of the Fifth Workshop on Insights from Negative Results in NLP
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- Is This a Bad Table? A Closer Look at the Evaluation of Table Generation from Text — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
- JGU Mainz's Submission to the AmericasNLP 2024 Shared Task on the Creation of Educational Materials for Indigenous Languages — 2024 · Proceedings of the 4th Workshop on Natural Language Processing for Indigenous Languages of the Americas (AmericasNLP 2024)
- KazParC: Kazakh Parallel Corpus for Machine Translation — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
- KlarTextCoders at StaGE: Automatic Statement Annotations for German Easy Language — 2024 · Proceedings of GermEval 2024 Shared Task on Statement Segmentation in German Easy Language (StaGE)
- Kreyòl-MT: Building MT for Latin American, Caribbean and Colonial African Creole Languages — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
- LangBridge: Multilingual Reasoning Without Multilingual Supervision — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Length-aware Byte Pair Encoding for Mitigating Over-segmentation in Korean Machine Translation — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
- Leveraging LLMs for MT in Crisis Scenarios: a blueprint for low-resource languages — 2024 · Proceedings of the 16th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track)
- Lexically Grounded Subword Segmentation — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
- Linear-time Minimum Bayes Risk Decoding with Reference Aggregation — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- LinguaLIFT: An Effective Two-stage Instruction Tuning Framework for Low-Resource Language Reasoning — 2024 · arXiv:2412.12499
- Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
- MAGNET - MAchines GeNErating Translations: A CALAMITA Challenge — 2024 · Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024)
- MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
- Machine Translation Advancements of Low-Resource Indian Languages by Transfer Learning — 2024 · Proceedings of the Ninth Conference on Machine Translation
- Machine Translation Metrics Are Better in Evaluating Linguistic Errors on LLMs than on Encoder-Decoder Systems — 2024 · Proceedings of the Ninth Conference on Machine Translation
- Machine Translation Through Cultural Texts: Can Verses and Prose Help Low-Resource Indigenous Models? — 2024 · Proceedings of the Seventh Workshop on Technologies for Machine Translation of Low-Resource Languages (LoResMT 2024)
- MetaMetrics: Calibrating Metrics For Generation Tasks Using Human Preferences — 2024 · arXiv:2410.02381
- MetricX-24: The Google Submission to the WMT 2024 Metrics Shared Task — 2024 · Proceedings of the Ninth Conference on Machine Translation
- Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive Decoding — 2024 · Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 2: Short Papers)
- Mitigating Metric Bias in Minimum Bayes Risk Decoding — 2024 · Proceedings of the Ninth Conference on Machine Translation
- Mitigating the Impact of Reference Quality on Evaluation of Summarization Systems with Reference-Free Metrics — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
- Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
- Modified Iterative Matching and Translation Approach for Formality Style Transfer in a Low-Resource Setting — 2024 · Proceedings of the 38th Pacific Asia Conference on Language, Information and Computation
- NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
- Navigating the Metrics Maze: Reconciling Score Magnitudes and Accuracies — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Normalizing without Modernizing: Keeping Historical Wordforms of Middle French while Reducing Spelling Variants — our card · 2024 · Findings of the Association for Computational Linguistics: NAACL 2024
- Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
- On Creating an English-Thai Code-switched Machine Translation in Medical Domain — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
- On Instruction-Finetuning Neural Machine Translation Models — 2024 · Proceedings of the Ninth Conference on Machine Translation
- On the Robustness of Neural Models for Full Sentence Transformation — 2024 · Proceedings of the 4th Workshop on Natural Language Processing for Indigenous Languages of the Americas (AmericasNLP 2024)
- On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Optimising LLM-Driven Machine Translation with Context-Aware Sliding Windows — 2024 · Proceedings of the Ninth Conference on Machine Translation
- Overview of the GermEval 2024 Shared Task on Statement Segmentation in German Easy Language (StaGE) — 2024 · Proceedings of GermEval 2024 Shared Task on Statement Segmentation in German Easy Language (StaGE)
- Overview of the Shared Task on Machine Translation Gender Bias Evaluation with Multilingual Holistic Bias — 2024 · Proceedings of the 5th Workshop on Gender Bias in Natural Language Processing (GeBNLP)
- Penetrative AI: Making LLMs Comprehend the Physical World — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
- Perceptions of Educators on MTQA Curriculum and Instruction — 2024 · Proceedings of the 25th Annual Conference of the European Association for Machine Translation (Volume 1)
- Pitfalls and Outlooks in Using COMET — 2024 · Proceedings of the Ninth Conference on Machine Translation
- Post-edits Are Preferences Too — 2024 · Proceedings of the Ninth Conference on Machine Translation
- Probing Omissions and Distortions in Transformer-based RDF-to-Text Models — 2024 · arXiv:2409.16707
- Prompting Large Language Models for Idiomatic Translation — 2024 · Proceedings of the 1st Workshop on Creative-text Translation and Technology
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- Quality Does Matter: A Detailed Look at the Quality and Utility of Web-Mined Parallel Corpora — 2024 · Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
- Quality Estimation with $k$-nearest Neighbors and Automatic Evaluation for Model-specific Quality Estimation — 2024 · Proceedings of the 25th Annual Conference of the European Association for Machine Translation (Volume 1)
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- RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning — 2024 · arXiv:2410.02089
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- Spanish Corpus and Provenance with Computer-Aided Translation for the WMT24 OLDI Shared Task — 2024 · Proceedings of the Ninth Conference on Machine Translation
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- Study of the State of the Art Galician Machine Translation: English-Galician and Spanish-Galician models — 2024 · Proceedings of the 16th International Conference on Computational Processing of Portuguese - Vol. 1
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- TIM-UNIGE Translation into Low-Resource Languages of Spain for WMT24 — 2024 · Proceedings of the Ninth Conference on Machine Translation
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- TeamSaarLST at the GEM''24 Data-to-text Task: Revisiting symbolic retrieval in the LLM-age — 2024 · Proceedings of the 17th International Natural Language Generation Conference: Generation Challenges
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- The Bangla/Bengali Seed Dataset Submission to the WMT24 Open Language Data Initiative Shared Task — 2024 · Proceedings of the Ninth Conference on Machine Translation
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- The SETU-ADAPT Submissions to the WMT24 Low-Resource Indic Language Translation Task — 2024 · Proceedings of the Ninth Conference on Machine Translation
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- The unreasonable effectiveness of large language models for low-resource clause-level morphology: In-context generalization or prior exposure? — 2024 · Proceedings of the 4th Workshop on Natural Language Processing for Indigenous Languages of the Americas (AmericasNLP 2024)
- Toucan: Many-to-Many Translation for 150 African Language Pairs — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
- Towards Global AI Inclusivity: A Large-Scale Multilingual Terminology Dataset (GIST) — 2024 · arXiv:2412.18367
- Towards Large Language Model driven Reference-less Translation Evaluation for English and Indian Languages — 2024 · arXiv:2404.02512
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- Tower: An Open Multilingual Large Language Model for Translation-Related Tasks — 2024 · arXiv:2402.17733
- Translating Step-by-Step: Decomposing the Translation Process for Improved Translation Quality of Long-Form Texts — 2024 · Proceedings of the Ninth Conference on Machine Translation
- Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
- Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages — 2024 · Proceedings of the Seventh Workshop on Technologies for Machine Translation of Low-Resource Languages (LoResMT 2024)
- Tweak to Trust: Assessing the Reliability of Summarization Metrics in Contact Centers via Perturbed Summaries — 2024 · Proceedings of the 4th Workshop on Trustworthy Natural Language Processing (TrustNLP 2024)
- Unifying Structured Data as Graph for Data-to-Text Pre-Training — 2024 · Transactions of the Association for Computational Linguistics
- Universitat d'Alacant's Submission to the WMT 2024 Shared Task on Translation into Low-Resource Languages of Spain — 2024 · Proceedings of the Ninth Conference on Machine Translation
- Using a multilingual literary parallel corpus to train NMT systems — 2024 · Proceedings of the 1st Workshop on Creative-text Translation and Technology
- Vicomtech@WMT 2024: Shared Task on Translation into Low-Resource Languages of Spain — 2024 · Proceedings of the Ninth Conference on Machine Translation
- WebLINX: Real-World Website Navigation with Multi-Turn Dialogue — 2024 · arXiv:2402.05930
- What Have We Achieved on Non-autoregressive Translation? — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
- When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
- XferBench: a Data-Driven Benchmark for Emergent Language — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)